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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.
MGME1 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
16.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
67.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
44.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
42.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
40.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
39.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
39.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
37.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
36.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
33.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
32.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
31.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
30.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
30.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
30.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
29.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
29.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
28.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
27.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
27.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
25.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
21.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 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.
MGME1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.8
Number of samples
486
Samples
Sample
Description
TPM
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
45.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
44.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
40.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
38.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
37.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
6.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
5.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
MGME1 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
18.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
92.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
44.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
41.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
37.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
35.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
33.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
32.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
24.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 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.
MGME1 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
15.0
Number of samples
207
Samples
Sample
Description
TPM
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
63.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
1.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
1.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
1.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
1.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.9
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.9
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.9
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
0.8
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.8
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.7
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.6
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.7
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.7
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.8
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-1.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_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
