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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.
GCDH 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
16.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
31.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
29.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
29.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
28.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
27.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
24.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 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.
GCDH 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
10.2
Number of samples
486
Samples
Sample
Description
TPM
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
8.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
7.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
7.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
7.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
6.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
6.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
6.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
6.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
6.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
6.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
6.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
5.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
5.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
5.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
5.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
5.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
5.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
4.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
4.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
4.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
4.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
4.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
2.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GCDH is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
31.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
24.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
GCDH 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
9.5
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
6.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
6.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
6.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
5.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
5.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
4.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
4.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
4.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
2.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
0.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.9
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.8
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.9
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
