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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.
COG1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
60.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
53.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
47.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
40.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
39.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
39.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
38.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
38.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
37.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
36.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
32.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
31.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
31.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
31.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
31.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
30.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
30.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
29.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
29.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
29.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
28.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
28.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
28.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
27.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
27.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
26.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
25.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
25.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
25.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
24.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
24.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
23.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
22.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
COG1 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
26.6
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
49.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
49.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
45.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
44.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
42.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
41.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
41.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
40.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
40.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
40.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
40.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
40.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
39.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
39.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
39.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
39.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
38.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
38.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
38.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
38.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
38.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
38.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
37.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
37.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
37.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
37.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
36.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
36.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
36.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
36.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
36.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
35.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
35.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
35.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
35.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
35.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
35.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
35.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
34.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
34.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
34.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
34.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
34.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
34.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
33.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
33.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
32.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
32.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
31.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
30.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
30.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
30.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
27.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
COG1 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
20.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
40.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
40.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
39.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
36.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
36.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
34.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
34.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
28.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
27.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
27.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
26.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
23.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
22.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
COG1 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
25.6
Number of samples
207
Samples
Sample
Description
TPM
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
52.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
44.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
41.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
40.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
40.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
40.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
40.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
39.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
38.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
38.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
37.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
36.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
36.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
35.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
35.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
35.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
34.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
34.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
34.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
33.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
32.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
32.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
32.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
30.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
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Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
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Normal
0.0
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Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
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Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
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Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
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Normal
0.0
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Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
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Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
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Normal
0.0
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Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
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Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
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Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
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Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
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Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.5
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.