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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.
VPS13D 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
4.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
VPS13D 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
14.1
Number of samples
486
Samples
Sample
Description
TPM
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VPS13D is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
VPS13D 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
12.8
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
2.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
2.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
2.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
2.0
1c070992-647b-4173-a481-904c4d_D2
Normal
1.9
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
1.9
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.9
82157a70-12f1-4913-b548-d98881_D2
Normal
1.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
1.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
1.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
1.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
1.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
1.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
1.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
1.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.9
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.9
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.8
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.6
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.6
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.7
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.8
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.8
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.8
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.9
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.9
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-1.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-1.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-1.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.3
b2400046-1d25-429d-a821-6040a6
Tumor
-1.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-1.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-1.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-1.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-1.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-1.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-2.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-2.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-2.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-2.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-2.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-2.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-2.8
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-2.9
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-3.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-3.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-3.8
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-3.8
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-4.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-5.7
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
