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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.
WDR44 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
5.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
WDR44 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
10.9
Number of samples
486
Samples
Sample
Description
TPM
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
7.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
6.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
6.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
6.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WDR44 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
5.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.7
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.
WDR44 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
9.9
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
7.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
7.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
7.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
7.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
6.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
3.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b2400046-1d25-429d-a821-6040a6
Tumor
0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
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Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
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Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
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Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
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Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
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Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
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
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
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Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
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Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
