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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.
WDR48 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
12.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
27.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
WDR48 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
15.2
Number of samples
486
Samples
Sample
Description
TPM
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.2
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.
WDR48 is potential prognostic, high expression is favorable 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
13.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.5
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.
WDR48 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
15.0
Number of samples
207
Samples
Sample
Description
TPM
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
42.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
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Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
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Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
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Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.6
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
