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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.
COA5 is potential prognostic, high expression is unfavorable 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
12.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.8
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.
COA5 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
11.2
Number of samples
486
Samples
Sample
Description
TPM
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
7.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
7.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
6.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.8
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.
COA5 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
12.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
27.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
21.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
COA5 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
11.5
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
28.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
1.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
1.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
1.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.9
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.9
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.8
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.8
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.8
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.8
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.7
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.7
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.7
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.7
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.8
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.8
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.8
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.9
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.9
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.9
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-1.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-1.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-1.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-1.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-1.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-1.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-1.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.9
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
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
