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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.
CNNM3 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
12.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
35.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
29.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
25.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
CNNM3 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
18.1
Number of samples
486
Samples
Sample
Description
TPM
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
42.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
42.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CNNM3 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
12.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CNNM3 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
16.6
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
46.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
2.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
1.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
1.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.7
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.7
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
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Tumor
0.0
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Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
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Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
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Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
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Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.7
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.7
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.7
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.8
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.8
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.8
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.9
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-1.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-1.3
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
