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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.
MTG1 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
21.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
49.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
48.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
47.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
43.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
42.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
38.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
38.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
38.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
37.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
36.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
36.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
36.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
36.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
36.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
35.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
35.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
35.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
34.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
34.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
34.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
33.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
32.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
32.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
31.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
31.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
31.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
31.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
31.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
30.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
30.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
29.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
29.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
28.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
28.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
27.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
27.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
27.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
26.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
26.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
26.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
25.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
25.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
24.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
24.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
24.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
22.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
21.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
21.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
21.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
MTG1 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
11.8
Number of samples
486
Samples
Sample
Description
TPM
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
7.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
7.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
6.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
6.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
6.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
6.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
6.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
6.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
6.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
6.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
6.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
6.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
6.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
5.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
5.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
5.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
5.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
5.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
5.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
5.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
5.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
5.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
4.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
4.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
4.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
4.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
4.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
4.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
4.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
4.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
4.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
3.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
3.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTG1 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
19.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
45.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
42.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
36.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
33.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
30.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
29.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
29.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
27.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
26.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
24.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
20.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTG1 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
10.0
Number of samples
207
Samples
Sample
Description
TPM
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
6.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
6.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
6.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
5.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
5.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
5.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
5.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
4.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
4.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
4.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
4.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
3.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
3.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
3.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
3.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.9
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.7
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
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Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
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Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
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Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
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Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
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Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
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Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.7
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
