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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.
VPS52 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
8.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
36.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
35.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
0.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
0.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 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.
VPS52 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
8.8
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
51.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
42.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
38.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
28.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
7.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
7.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
6.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
6.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
6.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
6.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
5.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
5.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
5.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
5.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
5.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
5.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
5.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
5.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
5.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
5.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
5.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
5.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
5.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
4.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
4.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
4.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
4.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
4.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
4.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
4.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
4.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
4.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
4.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
3.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
3.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
3.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
3.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
3.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
3.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
3.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
3.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
3.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
3.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
3.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
3.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
3.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
3.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
3.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
2.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
2.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
2.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
2.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
2.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
2.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
2.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
2.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
2.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
2.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
2.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
2.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
2.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
2.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
2.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
1.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
1.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
1.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
1.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
1.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
1.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
1.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
1.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
1.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
1.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
1.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
1.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
0.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
0.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
0.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
0.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
0.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
0.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
0.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
0.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
0.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
0.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
0.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
0.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
0.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
0.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
0.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
0.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
0.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
0.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
0.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
0.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
0.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
0.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
0.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
0.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
0.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
0.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
0.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
0.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
0.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
0.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
0.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
0.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
0.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
0.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
0.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
0.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
0.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
0.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
0.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
0.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
0.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
0.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
0.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
0.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
0.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
0.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
0.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
0.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
0.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
0.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
0.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
0.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
0.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
0.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
0.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
0.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
0.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
0.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
0.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
0.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
0.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
0.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
0.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
0.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
0.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
0.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
0.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
0.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
0.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
0.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
0.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
0.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
0.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
0.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
0.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
0.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
0.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
0.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
0.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
0.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
0.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
0.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
0.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
0.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
0.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
0.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
0.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
0.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
0.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
0.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
0.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
0.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
0.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
0.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
0.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
0.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
0.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
0.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
0.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
0.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
0.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
0.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
0.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
0.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
0.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
0.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
0.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
0.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
0.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
0.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
0.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
0.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
0.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
0.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
0.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
0.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
0.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
0.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
0.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
0.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
0.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
0.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
0.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
0.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
0.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
0.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
0.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
0.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
0.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
0.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
0.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
0.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
0.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
0.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 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.
VPS52 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
8.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
25.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
2.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
0.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 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.
VPS52 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
8.9
Number of samples
207
Samples
Sample
Description
TPM
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
44.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
6.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
6.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
5.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
5.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
4.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
4.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
4.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
4.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
4.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
3.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
3.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
3.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
2.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
2.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
1.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
1.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
1.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
1.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
1.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
1.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
1.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
0.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
0.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
0.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
0.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
0.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
0.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
0.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
0.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
0.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
0.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
0.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
0.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
0.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
0.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
0.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
0.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
0.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
0.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
0.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
0.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
0.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
0.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
0.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
0.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
0.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
0.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
0.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
0.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
0.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
0.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
0.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
0.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
0.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
0.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
0.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
0.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
0.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
0.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
0.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
0.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
0.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
0.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
0.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
0.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
0.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
0.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
0.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
0.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
0.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
0.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
0.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
0.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
0.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
0.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
0.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
0.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
0.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
0.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
0.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
0.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
0.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
0.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
0.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
0.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
0.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.8
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
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.
The Human Protein Atlas project is funded
