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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.
DCUN1D3 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
3.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
DCUN1D3 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
12.3
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
64.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
34.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
7.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
7.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
6.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
6.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
6.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
5.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
5.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DCUN1D3 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
4.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DCUN1D3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.9
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
6.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
1.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.9
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.9
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.8
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.7
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
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
