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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.
WDR75 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
21.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
62.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
56.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
42.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
41.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
39.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
36.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
36.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
33.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
33.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
31.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
31.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
31.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
30.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
30.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
29.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
29.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
28.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
28.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
28.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
28.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
28.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
27.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
27.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
27.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
26.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
26.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
26.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
26.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
26.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
26.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
25.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
25.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
24.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
24.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
24.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
22.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
21.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
19.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WDR75 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
30.8
Number of samples
486
Samples
Sample
Description
TPM
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
57.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
52.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
51.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
51.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
48.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
48.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
47.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
47.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
47.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
46.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
45.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
45.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
45.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
45.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
45.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
45.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
45.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
44.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
44.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
44.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
44.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
43.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
43.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
43.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
43.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
43.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
42.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
42.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
42.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
42.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
42.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
42.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
42.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
42.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
41.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
41.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
41.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
41.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
41.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
41.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
41.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
41.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
41.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
40.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
40.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
40.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
40.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
40.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
39.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
39.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
39.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
39.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
39.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
39.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
39.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
38.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
38.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
38.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
38.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
38.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
38.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
38.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
38.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
38.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
37.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
37.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
37.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
37.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
37.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
37.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
37.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
37.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
37.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
37.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
37.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
36.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
36.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
36.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
36.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
36.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
36.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
36.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
36.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
36.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
36.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
36.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
36.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
36.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
36.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
35.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
35.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
35.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
35.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
35.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
35.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
35.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
35.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
34.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
34.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
34.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
34.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
34.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
34.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
33.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
33.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
33.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
33.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
33.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
32.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
32.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
32.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
32.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
32.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
31.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
31.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
30.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
30.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
29.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
29.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
26.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
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.
WDR75 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
43.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
35.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
35.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
34.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
33.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
33.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
33.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
32.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
31.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
29.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
27.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
26.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
25.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
25.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
25.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
24.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
20.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WDR75 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
28.8
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
60.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
51.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
51.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
48.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
45.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
45.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
44.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
40.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
40.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
40.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
40.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
39.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
38.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
38.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
38.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
38.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
37.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
37.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
36.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
36.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
36.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
36.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
35.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
35.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
35.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
35.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
34.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
34.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
34.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
33.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
33.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
33.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
32.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
32.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
30.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
29.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
28.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
21.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.6
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
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Tumor
0.5
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Tumor
0.4
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Tumor
0.4
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Tumor
0.4
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Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
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Tumor
0.4
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Tumor
0.4
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Tumor
0.4
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Tumor
0.4
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
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Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
-0.1
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Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
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Normal
-0.2
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Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.6
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.7
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.8
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.9
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.
The Human Protein Atlas project is funded
