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.
AGBL5 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
14.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
35.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
34.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
34.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
32.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
28.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
26.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
22.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 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.
AGBL5 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
21.7
Number of samples
486
Samples
Sample
Description
TPM
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
41.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
41.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
40.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
39.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
37.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
37.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
37.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
36.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
35.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
35.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
35.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
32.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
31.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
AGBL5 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
15.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
41.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
20.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 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.
AGBL5 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
23.8
Number of samples
207
Samples
Sample
Description
TPM
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
61.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
39.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
38.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
37.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
36.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
35.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
34.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
34.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
34.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
33.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
33.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
33.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
32.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
32.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
32.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
31.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
31.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
31.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
31.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
29.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
28.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.0
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
