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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.
LIMD2 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
11.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
94.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
56.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
52.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
43.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
41.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
37.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
34.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
33.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
33.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
32.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
28.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
27.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 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.
LIMD2 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
14.3
Number of samples
486
Samples
Sample
Description
TPM
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
99.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
63.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
52.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
47.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
43.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
39.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
39.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
36.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
35.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
32.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
29.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
29.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
8.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
7.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
6.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
6.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
5.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
5.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
5.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
5.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
4.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
4.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
4.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
4.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
4.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
4.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
3.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
3.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
3.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
2.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.2
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.
LIMD2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
27.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
24.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
LIMD2 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
12.3
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
46.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
39.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
6.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
5.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
5.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
5.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
5.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
4.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
3.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
3.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
2.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
1.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
1.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
1.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.9
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.9
1c070992-647b-4173-a481-904c4d_D2
Normal
0.8
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.8
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.7
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.7
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.7
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.8
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.8
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.8
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.9
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.9
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-1.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-1.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-2.0
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
