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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.
MMGT1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
29.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
MMGT1 is potential prognostic, high expression is unfavorable 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
26.3
Number of samples
486
Samples
Sample
Description
TPM
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
72.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
60.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
59.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
57.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
56.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
53.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
46.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
45.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
45.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
44.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
43.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
42.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
41.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
41.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
41.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
41.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
41.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
40.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
39.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
39.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
39.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
38.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
38.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
38.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
38.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
38.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
38.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
38.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
37.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
37.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
37.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
36.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
35.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
35.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
35.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
35.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
34.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
34.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
34.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
33.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
33.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
33.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
33.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
33.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
MMGT1 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
13.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
33.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
MMGT1 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
24.1
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
60.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
48.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
44.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
39.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
38.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
38.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
37.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
37.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
37.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
37.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
36.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
34.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
33.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
33.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
32.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
32.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
32.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
32.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
1.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
1.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.7
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.7
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.8
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-1.0
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-1.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
