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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GGT7 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
14.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
52.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
52.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
50.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
45.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
44.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
43.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
42.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
42.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
40.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
39.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
36.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
35.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
35.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
35.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
32.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
32.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
31.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
30.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
30.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
27.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
26.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
26.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
25.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 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.
GGT7 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
14.8
Number of samples
486
Samples
Sample
Description
TPM
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
52.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
51.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
47.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
46.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
46.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
45.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
43.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
43.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
43.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
42.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
42.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
41.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
41.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
40.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
38.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
38.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
38.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
38.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
36.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
35.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
33.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
33.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
32.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
7.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
7.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
6.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
6.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
6.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
6.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
6.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
6.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
6.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
6.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
6.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
5.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
5.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
5.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
5.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
5.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
5.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
5.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
5.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
5.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
5.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
5.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
4.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
4.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
4.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
4.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
4.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
4.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
4.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
4.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
4.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
4.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
4.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
4.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
4.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
4.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
4.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
4.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
4.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
4.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
4.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
3.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
3.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
3.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
3.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
3.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
3.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
3.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
3.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
3.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
3.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
3.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
3.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
3.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
3.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
3.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
3.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
3.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
3.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
3.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
2.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
2.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
2.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
2.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
2.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
2.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
2.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
2.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
2.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
2.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
2.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
2.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
2.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
2.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
2.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
2.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
2.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
2.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
2.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
1.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
1.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
1.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
1.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
1.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
1.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
0.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GGT7 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
47.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
44.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
43.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
39.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
39.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
38.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
36.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
28.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
27.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GGT7 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
17.7
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
54.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
42.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
40.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
39.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
35.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
35.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
34.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
33.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
32.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
32.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
31.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
6.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
3.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
2.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
1.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
1.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.9
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.8
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.8
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.8
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.8
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.9
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.2
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
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
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_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
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
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
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
8af80ae9-2088-4124-91fb-8d6c17_D3
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
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
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
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
cfb4831f-e9ee-4e11-80fb-958f6f_D2
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
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
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
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
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_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
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
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
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
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_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
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
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
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
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
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
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
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
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
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
