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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.
OTUD4 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
9.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 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.
OTUD4 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
24.2
Number of samples
486
Samples
Sample
Description
TPM
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
48.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
47.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
43.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
41.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
40.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
40.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
39.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
39.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
35.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
35.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
35.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
33.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
33.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
32.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
32.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
31.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
31.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
30.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
29.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
OTUD4 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
8.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
OTUD4 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
23.3
Number of samples
207
Samples
Sample
Description
TPM
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
51.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
38.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
38.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
35.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
34.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
33.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
1.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
1.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
1.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.9
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.8
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.8
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.8
b2400046-1d25-429d-a821-6040a6
Tumor
0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.7
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.8
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-2.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-3.3
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_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
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
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
