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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.
RAB12 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
38.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
36.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
31.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
29.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
27.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
RAB12 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
18.3
Number of samples
486
Samples
Sample
Description
TPM
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
55.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
47.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
39.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
36.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
33.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 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
18.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
RAB12 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
10.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.6
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.
RAB12 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
16.8
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
40.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
35.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.7
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.7
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
