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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.
GGA2 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
12.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 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.
GGA2 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
18.0
Number of samples
486
Samples
Sample
Description
TPM
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
40.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
36.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GGA2 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
12.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GGA2 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
17.7
Number of samples
207
Samples
Sample
Description
TPM
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
35.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b2400046-1d25-429d-a821-6040a6
Tumor
1.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.7
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.8
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.9
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
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.