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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.
GPATCH8 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
10.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
GPATCH8 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
13.4
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
GPATCH8 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
10.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
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.
GPATCH8 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
12.6
Number of samples
207
Samples
Sample
Description
TPM
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.9
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.9
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.7
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
