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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.
DPH1 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
10.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
39.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
DPH1 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
11.4
Number of samples
486
Samples
Sample
Description
TPM
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
7.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
6.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
6.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
6.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
5.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
4.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
1.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
DPH1 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
9.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
DPH1 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
10.1
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
7.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
5.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
5.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
1.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.9
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.8
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.8
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.7
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.7
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.8
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.8
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.9
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.9
359f5c81-2575-497e-8630-e4866f_D2
Normal
-1.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-1.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-1.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-4.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-4.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-8.7
5c70e654-583c-4dd3-ad42-0d9b39_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
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_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
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
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
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
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
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
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
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
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_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
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
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
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
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
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_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
