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.
RHOQ is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
39.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
34.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
29.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.2
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.
RHOQ is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.3
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
66.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
50.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
49.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
47.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
47.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
35.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
34.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
32.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
32.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
32.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
31.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
30.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
RHOQ is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RHOQ 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
19.3
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
61.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
56.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
42.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
41.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
37.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
35.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
35.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
32.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
29.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
29.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.3
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_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.
The Human Protein Atlas project is funded
