We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTOR 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
12.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 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.
MTOR 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
25.8
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
48.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
46.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
45.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
45.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
44.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
43.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
40.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
40.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
40.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
39.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
39.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
38.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
38.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
37.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
36.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
36.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
36.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
35.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
34.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
33.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
33.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
32.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
31.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
31.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
30.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
30.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
26.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
MTOR is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTOR 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
22.8
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
46.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
43.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
36.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
34.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
33.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
31.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.2
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
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
