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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.
NEMF 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
8.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
48.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
31.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 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.
NEMF 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
24.5
Number of samples
486
Samples
Sample
Description
TPM
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
43.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
42.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
39.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
39.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
38.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
38.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
37.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
37.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
37.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
37.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
36.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
35.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
35.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
33.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
33.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
33.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
32.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
32.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NEMF 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
8.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.1
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.
NEMF is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.2
Number of samples
207
Samples
Sample
Description
TPM
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
44.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
39.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
39.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
37.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
36.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
33.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
33.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
31.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
31.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
31.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
29.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
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Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
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Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
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Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_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
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
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Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_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
