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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.
RPTOR 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
5.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
RPTOR 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
11.9
Number of samples
486
Samples
Sample
Description
TPM
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
7.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
7.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
7.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
6.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
RPTOR 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
5.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
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.
RPTOR 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
11.1
Number of samples
207
Samples
Sample
Description
TPM
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
7.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
1.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.9
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.9
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.7
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.7
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.8
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-1.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
