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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.
MON2 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
3.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
MON2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.0
Number of samples
486
Samples
Sample
Description
TPM
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
MON2 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
3.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MON2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.5
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
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Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
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Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
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Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
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Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
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Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
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Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
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Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
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Tumor
-0.1
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Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
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Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
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Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
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
