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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.
GLCE 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
15.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
73.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
69.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
68.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
50.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
41.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
40.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
38.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
35.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
31.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
31.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
30.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
30.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
30.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
30.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
28.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
27.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
26.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GLCE 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
23.6
Number of samples
486
Samples
Sample
Description
TPM
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
121.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
81.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
68.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
66.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
63.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
55.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
54.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
52.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
50.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
50.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
49.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
49.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
48.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
47.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
47.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
46.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
46.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
45.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
44.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
44.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
44.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
44.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
44.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
44.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
43.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
43.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
43.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
43.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
43.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
43.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
42.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
40.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
40.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
38.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
38.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
38.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
37.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
37.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
37.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
37.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
37.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
36.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
36.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
36.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
36.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
35.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
35.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
35.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
35.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
34.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
34.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
34.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
34.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
34.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
34.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
33.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
31.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.8
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.
GLCE is potential prognostic, high expression is favorable 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
15.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
36.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
36.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
27.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
24.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
22.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
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.
GLCE is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.8
Number of samples
207
Samples
Sample
Description
TPM
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
64.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
44.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
42.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
42.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
41.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
41.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
41.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
41.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
41.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
40.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
40.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
40.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
40.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
40.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
39.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
39.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
39.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
37.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
37.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
37.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
37.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
35.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
32.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
32.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
31.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
31.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
30.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
1.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
1.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
1.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.9
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.8
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.6
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
