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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.
YLPM1 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
9.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
YLPM1 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
24.9
Number of samples
486
Samples
Sample
Description
TPM
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
53.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
45.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
44.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
44.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
44.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
40.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
39.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
39.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
38.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
37.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
37.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
36.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
36.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
35.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
34.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
34.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
34.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
34.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
34.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
34.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
34.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
34.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
34.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
34.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
31.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
31.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
30.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
28.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
YLPM1 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
9.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.2
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.
YLPM1 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
23.5
Number of samples
207
Samples
Sample
Description
TPM
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
44.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
44.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
41.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
38.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
35.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
32.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
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Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
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Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-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
