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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.
DUSP16 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
10.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.4
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.
DUSP16 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
27.0
Number of samples
486
Samples
Sample
Description
TPM
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
68.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
66.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
65.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
60.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
54.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
52.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
52.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
51.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
50.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
50.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
50.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
49.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
47.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
47.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
47.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
47.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
47.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
46.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
46.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
46.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
45.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
45.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
45.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
45.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
45.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
45.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
45.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
45.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
45.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
44.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
44.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
44.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
43.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
43.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
43.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
43.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
43.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
43.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
42.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
42.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
42.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
42.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
42.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
41.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
40.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
40.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
40.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
40.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
40.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
40.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
40.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
39.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
39.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
39.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
39.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
39.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
39.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
39.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
39.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
38.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
38.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
38.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
38.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
38.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
38.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
38.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
37.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
37.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
37.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
37.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
37.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
37.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
37.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
36.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
36.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
36.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
36.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
36.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
35.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
35.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
35.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
35.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
34.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
34.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
34.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
34.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
34.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
33.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
33.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
33.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
33.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
33.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
33.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
32.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
32.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
32.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
30.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
29.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
26.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
DUSP16 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
10.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DUSP16 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
27.5
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
75.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
56.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
55.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
54.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
52.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
50.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
49.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
49.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
49.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
48.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
48.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
44.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
44.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
43.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
43.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
43.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
42.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
41.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
39.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
39.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
38.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
37.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
37.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
37.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
37.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
36.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
36.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
36.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
36.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
35.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
35.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
35.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
34.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
34.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
34.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
33.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
33.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
33.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
32.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
31.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
31.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
31.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
31.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
30.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
30.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
30.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
29.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
29.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.3
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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
