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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.
WDR76 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
5.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
WDR76 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.1
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
63.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
40.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
34.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
33.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
32.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
7.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
7.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
6.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
5.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
5.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
4.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
WDR76 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
5.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
1.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
WDR76 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
11.4
Number of samples
207
Samples
Sample
Description
TPM
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
6.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
6.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
6.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
5.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
5.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
5.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
4.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
4.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
4.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
4.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
4.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
4.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
4.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
3.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
3.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
3.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
