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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.
RAB23 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
8.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
46.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
RAB23 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
13.1
Number of samples
486
Samples
Sample
Description
TPM
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
47.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
45.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
37.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
37.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
6.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
6.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
5.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
5.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
5.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RAB23 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RAB23 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
13.3
Number of samples
207
Samples
Sample
Description
TPM
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
47.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
35.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
4.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
2.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
1.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
1.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
1.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.1
41a04113-2061-4923-bca5-da586c_D2
Normal
1.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
1.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
1.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
1.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
1.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
1.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
1.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
1.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
1.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.9
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.9
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.9
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.9
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.8
1c070992-647b-4173-a481-904c4d_D2
Normal
0.8
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.8
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.8
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.8
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.8
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.7
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.7
963fc8db-f412-4427-a198-23f660_D2
Normal
0.7
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.7
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.7
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.7
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.7
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.7
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.7
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.7
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.8
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.8
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.8
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.8
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.8
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.8
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.9
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.9
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.9
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.9
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.9
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.9
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.9
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.9
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.9
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.9
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-1.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-1.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-1.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-1.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.5
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.7
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
