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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.
RAB22A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
20.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
RAB22A 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
19.6
Number of samples
486
Samples
Sample
Description
TPM
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
69.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
52.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
50.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
50.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
46.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
42.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
42.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
41.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
41.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
41.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
40.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
40.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
40.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
39.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
37.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
37.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
34.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
34.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
33.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
33.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
32.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
30.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
RAB22A 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
11.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.0
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.
RAB22A is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.8
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
50.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
45.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
42.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
41.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
41.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
40.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
39.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
38.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
33.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
32.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
30.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
1.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.7
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
