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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.
GDAP2 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
2.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
1.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GDAP2 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
10.5
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
4.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
GDAP2 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
2.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GDAP2 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
10.9
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.1
82157a70-12f1-4913-b548-d98881_D2
Normal
1.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.9
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.9
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.9
41a04113-2061-4923-bca5-da586c_D2
Normal
0.9
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.8
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.8
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.7
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.7
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.8
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.8
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.8
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.8
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.9
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.9
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-1.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-2.1
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
