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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RHOT1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 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.
RHOT1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.9
Number of samples
486
Samples
Sample
Description
TPM
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
51.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
46.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
44.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
41.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
40.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
39.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
37.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
36.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
31.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
29.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RHOT1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
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.
RHOT1 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
19.5
Number of samples
207
Samples
Sample
Description
TPM
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
44.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
40.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
40.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
35.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
32.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
32.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
30.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.9
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.8
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
