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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.
RAB29 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
9.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
25.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
23.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 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.
RAB29 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.0
Number of samples
486
Samples
Sample
Description
TPM
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
33.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
6.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
6.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
6.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
5.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
5.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
5.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
5.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
4.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
4.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
4.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
4.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
4.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
4.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
3.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
2.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
RAB29 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
9.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
30.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
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.
RAB29 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.5
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
6.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
5.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
4.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
4.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
4.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
4.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
2.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.9
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.8
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.7
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.6
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
