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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.
VPS53 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
1.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
1.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
1.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
VPS53 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
21.6
Number of samples
486
Samples
Sample
Description
TPM
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
59.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
57.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
49.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
47.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
45.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
43.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
43.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
43.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
42.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
41.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
40.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
40.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
39.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
38.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
38.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
38.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
37.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
36.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
36.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
35.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
34.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
34.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
33.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
31.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
30.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
VPS53 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
2.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
2.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
1.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
1.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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.
VPS53 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.4
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
79.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
74.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
46.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
45.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
38.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
31.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
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Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
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Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
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Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
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Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
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Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
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Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
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Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
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Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.7
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.