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.
AGT 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
15.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
117.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
101.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
64.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
63.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
62.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
57.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
55.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
54.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
52.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
49.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
47.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
47.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
44.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
43.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
42.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
40.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
40.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
39.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
39.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
38.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
37.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
37.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
36.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
34.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
32.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
31.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
30.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
28.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
28.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
27.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
24.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
21.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
2.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
2.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
1.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
AGT is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.5
Number of samples
486
Samples
Sample
Description
TPM
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
132.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
127.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
109.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
99.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
80.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
62.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
61.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
61.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
59.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
59.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
56.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
54.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
54.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
53.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
53.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
51.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
50.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
49.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
49.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
49.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
48.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
44.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
44.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
44.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
44.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
41.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
41.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
39.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
38.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
38.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
38.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
38.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
38.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
38.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
37.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
37.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
36.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
36.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
35.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
35.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
33.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
33.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
33.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
32.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
30.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
7.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
7.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
6.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
6.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
6.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
6.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
6.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
6.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
6.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
6.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
5.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
5.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
5.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
5.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
5.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
5.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
5.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
4.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
4.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
4.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
4.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
4.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
4.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
4.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
4.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
4.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
4.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
4.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
4.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
3.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
3.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
3.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
3.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
3.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
3.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
3.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
3.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
3.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
3.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
3.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
3.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
3.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
2.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
2.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
2.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
2.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
2.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
2.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
2.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
1.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
1.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
1.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
1.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
1.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
0.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
AGT 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
16.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
65.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
51.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
45.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
44.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
43.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
41.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
37.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
34.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
34.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
31.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
29.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
29.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
28.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
23.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
22.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 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.
AGT 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
21.0
Number of samples
207
Samples
Sample
Description
TPM
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
90.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
84.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
83.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
79.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
77.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
68.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
62.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
53.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
49.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
48.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
48.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
48.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
48.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
47.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
45.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
44.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
42.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
42.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
40.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
39.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
38.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
37.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
35.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
35.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
34.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
34.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
33.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
33.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
31.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
30.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
6.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
6.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
5.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
2.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
2.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
2.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
1.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
1.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.6
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
1.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
1.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
1.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
1.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
1.1
82157a70-12f1-4913-b548-d98881_D2
Normal
1.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
1.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
1.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.9
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.9
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.9
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.9
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.9
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.8
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.8
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.8
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.7
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.7
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.7
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.7
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.7
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.7
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.7
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.6
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.7
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.7
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.7
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.7
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.8
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.8
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.9
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.9
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.9
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-1.0
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.4
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.