We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
RUFY3 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
7.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 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-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RUFY3 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
16.8
Number of samples
486
Samples
Sample
Description
TPM
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
35.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
27.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RUFY3 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
6.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.8
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.
RUFY3 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
17.4
Number of samples
207
Samples
Sample
Description
TPM
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
41.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
39.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.9
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.9
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.9
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.8
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.8
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.7
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.7
41a04113-2061-4923-bca5-da586c_D2
Normal
0.7
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.8
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
