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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.
DUSP18 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
7.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
DUSP18 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
18.7
Number of samples
486
Samples
Sample
Description
TPM
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
87.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
44.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
44.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
39.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
39.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
39.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
38.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
38.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
37.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
36.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
36.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
36.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
36.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
34.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
34.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
34.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
34.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
32.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
32.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
6.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
6.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
5.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
5.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
5.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DUSP18 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
7.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
DUSP18 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
20.8
Number of samples
207
Samples
Sample
Description
TPM
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
48.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
42.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
41.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
41.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
38.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
36.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
33.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
33.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
33.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
33.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
32.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
31.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
31.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
31.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
30.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
29.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
